An open-source data logging library for machine learning models and data pipelines. ๐ Provides visibility into data quality & model performance over time. ๐ก๏ธ Supports privacy-preserving data collection, ensuring safety & robustness. ๐
- dataops
- data-quality
- python
- dataset
- ai-pipelines
- analytics
- data-pipeline
- ml-pipelines
- model-performance
- statistical-properties
- data-science
- constraints
- calculate-statistics
- logging
- machine-learning
- approximate-statistics
- mlops
- data-constraints
Scala versions:
2.12
Latest version
[](https://index.scala-lang.org/whylabs/whylogs/whylogs-spark-bundle_3.4.2-scala)
JVM badge
[](https://index.scala-lang.org/whylabs/whylogs/whylogs-spark-bundle_3.4.2-scala)